Evidence map›Paper›PMID 41948506›Full record

ArticleFrontiers in oncology2026

Spatial heterogeneity of the association between fine particulate matter and lung cancer incidence in Hebei Province.

Ze Liu, Chang Yan, Zhiqiang Yan, Xin Su, Zheng Li, Yan-Yu Liu, Yutong He

Abstract read
In one paragraph

Article in Frontiers in oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Ze Liu *Department of Thoracic Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, China.
Chang Yan *School of Public Health, Hebei Medical University, Shijiazhuang, China.
Zhiqiang YanSchool of Public Health, Hebei Medical University, Shijiazhuang, China.
Xin SuSchool of Public Health, Hebei Medical University, Shijiazhuang, China.
Zheng LiSchool of Public Health, Hebei Medical University, Shijiazhuang, China.
Yan-Yu LiuCancer Institute in Hebei Province, The Fourth Hospital of Hebei Medical University, Shijiazhuang, China.
Yutong HeSchool of Public Health, Hebei Medical University, Shijiazhuang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Long-term exposure to particulate matter (PM Methods: This study utilized lung cancer incidence data (2015-2022), PM Results: For every 10 μg/m Conclusion: The association between PM

Indexed as

geographically weighted regressionHebei Provincelung cancerPM2.5spatial heterogeneity

Identifiers

PMID41948506
PMCPMC13050739

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.